1011 Open Source Deep Learning Software Projects

An Open Source Machine Learning Framework for Everyone

Deep Learning for humans

Open Source Computer Vision Library

Tensors and Dynamic neural networks in Python with strong GPU acceleration

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Deepfakes Software For All

Caffe: a fast open framework for deep learning.

100 Days of ML Coding

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

📚 Learn ML with clean code, simplified math and illustrative visuals.

A complete daily plan for studying to become a machine learning engineer.

The most cited deep learning papers

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

DeepFaceLab is the leading software for creating deepfakes.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

The fastai deep learning library, plus lessons and tutorials

Clone a voice in 5 seconds to generate arbitrary speech in real-time

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

PyTorch Tutorial for Deep Learning Researchers

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

A curated list of awesome Deep Learning tutorials, projects and communities.

100-Days-Of-ML-Code中文版

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Simple and ready-to-use tutorials for TensorFlow

Oxford Deep NLP 2017 course

:memo: An awesome Data Science repository to learn and apply for real world problems.

Deezer source separation library including pretrained models.

A WebGL accelerated JavaScript library for training and deploying ML models.

Face recognition with deep neural networks.

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Image-to-Image Translation in PyTorch

A neural network that transforms a design mock-up into a static website.

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Learn OpenCV : C++ and Python Examples

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

Visualizer for neural network, deep learning, and machine learning models

pix2code: Generating Code from a Graphical User Interface Screenshot

Face recognition using Tensorflow

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

VIP cheatsheets for Stanford's CS 229 Machine Learning

Streamlit — The fastest way to build data apps in Python

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

machine learning and deep learning tutorials, articles and other resources

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

A game theoretic approach to explain the output of any machine learning model.

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Decensoring Hentai with Deep Neural Networks

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Turi Create simplifies the development of custom machine learning models.

Image augmentation for machine learning experiments.

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Deep learning library featuring a higher-level API for TensorFlow.

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

A toolkit for making real world machine learning and data analysis applications in C++

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Unity Machine Learning Agents Toolkit

An open-source NLP research library, built on PyTorch.

Open standard for machine learning interoperability

The fastai book, published as Jupyter Notebooks

A paper list of object detection using deep learning.

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

TensorFlow tutorials and best practices.

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

TensorFlow-based neural network library

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Caffe2 is a lightweight, modular, and scalable deep learning framework.

TensorFlow Tutorials with YouTube Videos

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Mapping a variable-length sentence to a fixed-length vector using BERT model

Best Practices on Recommendation Systems

A MNIST-like fashion product database. Benchmark :point_right:

Minimal and clean examples of machine learning algorithms implementations

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Image-to-image translation with conditional adversarial nets

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

Keras implementations of Generative Adversarial Networks.

AutoML library for deep learning

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

This repository contains the source code for the paper First Order Motion Model for Image Animation

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Best Practices, code samples, and documentation for Computer Vision.

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

A customisable 3D platform for agent-based AI research

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

Personal Photo Management powered by Go and Google TensorFlow